Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-01-19 0.296516 0.334469 0.377355 0.429803 0.492767 0.566631 0.660902
2025-01-26 0.251123 0.304619 0.371651 0.463739 0.590159 0.762757 1.026027
2025-02-02 0.229530 0.294227 0.382107 0.514989 0.720233 1.043692 1.637443
2025-02-09 0.208767 0.278829 0.380018 0.545144 0.826678 1.331298 2.442641
2025-02-16 0.190929 0.263401 0.373353 0.564523 0.919731 1.636829 3.536026
2025-02-23 0.173273 0.245014 0.358078 0.564825 0.977255 1.900862 4.817135
2025-03-02 0.152789 0.219385 0.326873 0.529872 0.954228 1.974754 5.645473
2025-03-09 0.139559 0.203639 0.309710 0.517120 0.973660 2.164873 7.193179
2025-03-16 0.128917 0.190870 0.295813 0.507744 0.997697 2.383440 9.327876
2025-03-23 0.122292 0.184025 0.291339 0.516199 1.066846 2.785876 13.647571
2025-03-30 0.112324 0.170530 0.273161 0.492677 1.048155 2.886574 16.388966
2025-04-06 0.104057 0.159299 0.258023 0.473363 1.035861 3.009054 20.043820
2025-04-13 0.096323 0.148778 0.243884 0.455789 1.029042 3.177342 25.835000
2025-04-20 0.094456 0.148586 0.249703 0.485318 1.172807 4.167313 58.481280
2025-04-27 0.094716 0.152256 0.263658 0.537896 1.419417 6.154834 262.826776
2025-05-04 0.092768 0.151585 0.268617 0.569386 1.615773 8.402737 2312.891849
2025-05-11 0.090006 0.149074 0.269311 0.589825 1.785342 11.080596 NaN
2025-05-18 0.085998 0.143773 0.263260 0.590113 1.872657 13.371694 NaN
2025-05-25 0.079769 0.133636 0.245431 0.553018 1.773932 13.095933 NaN
2025-06-01 0.075643 0.127445 0.236002 0.539499 1.783601 14.500467 NaN
2025-06-08 0.072089 0.122172 0.228184 0.529564 1.807907 16.371192 NaN
2025-06-15 0.069988 0.119695 0.226573 0.538522 1.936498 21.139301 NaN
2025-06-22 0.066027 0.113160 0.214876 0.513610 1.870126 21.407910 NaN